PRENDIN, FRANCESCO
PRENDIN, FRANCESCO
Dipartimento di Ingegneria dell'Informazione - DEI
Evaluating the Effect of Input Features on Deep Learning Models for Blood Glucose Forecasting
2025 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Del Favero, Simone; Facchinetti, Andrea
Leveraging T1DEXI Study to Develop Deep Learning Models for Predicting Blood Glucose Levels
2025 Calzavara, Andrea; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions
2025 Prendin, Francesco; Streicher, Olivia; Cappon, Giacomo; Rolfes, Eva; Herzig, David; Bally, Lia; Facchinetti, Andrea
A template matching algorithm to identify unreported meals and improve quality of data collected on post-bariatric population: a feasibility study
2024 Pellizzari, E.; Prendin, F.; Cappon, G.; Facchinetti, A.
A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
A preventive algorithm for the generation of post-prandial corrective insulin boluses in type 1 diabetes therapy
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
Algorithm based on the "dynamic risk" concept allows ahead-of-time suggestion of corrective insulin boluses in type 1 diabetes therapies employing continuous glucose monitors
2023 Pellizzari, E.; Prendin, F.; Cappon, G.; Sparacino, G.; Facchinetti, A.
Characterization and prediction of postbariatric hypoglycemia from continuous glucose monitoring data
2023 Prendin, F.; Herzig, D.; Tripyla, A.; Cappon, G.; Bally, L.; Facchinetti, and A.
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters
2023 Idi, E.; Prendin, F.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
DR-CIB: an Algorithm for the Preventive Administration of Corrective Insulin Boluses in Type 1 Diabetes based on Dynamic Risk Concept and Patient-Specific Timing
2023 Pellizzari, E.; Prendin, F.; Cappon, G.; Facchinetti, A.
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
Improving the management of hyperglycemia in type 1 diabetes therapy: an algorithm for the suggestion of corrective insulin boluses based on future glucose prediction
2023 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-box Approaches To a Physiological White-box One
2023 Cappon, Giacomo; Prendin, Francesco; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
Nutritional strategies for correcting low glucose values in patients with postbariatric hypoglycaemia: A randomized controlled three-arm crossover trial
2023 Schönenberger, Katja A; Ferreira, Antonio; Stebler, Céline; Prendin, Francesco; Gawinecka, Joanna; Nakas, Christos T; Mühlebach, Stefan; Stanga, Zeno; Facchinetti, Andrea; Herzig, David; Bally, Lia
Prediction of blood glucose concentrations and hypoglycemic events in Type 1 Diabetes by linear and nonlinear algorithms
2023 Prendin, Francesco
Real-time hypoglycemia forecasting using a novel mhealth platform for post-bariatric surgery population
2023 Cossu, L.; Prendin, F.; Cappon, G.; Herzig, D.; Bally, L.; Facchinetti, A.
Relationship Between Symptom Perception and Postprandial Glycemic Profiles in Patients With Postbariatric Hypoglycemia After Roux-en-Y Gastric Bypass Surgery
2023 Tripyla, Afroditi; Ferreira, Antonio; Schönenberger, Katja A; Näf, Noah H; Inderbitzin, Lukas E; Prendin, Francesco; Cossu, Luca; Cappon, Giacomo; Facchinetti, Andrea; Herzig, David; Bally, Lia
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP
2023 Prendin, F.; Pavan, J.; Cappon, G.; Del Favero, S.; Sparacino, G.; Facchinetti, A.
A Predictive Algorithm for the Administration of Corrective Insulin Bolus for Decision Support Systems in Type 1 Diabetes
2022 Pellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Facchinetti, Andrea
Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions
2022 Prendin, Francesco; Díez, José-Luis; Del Favero, Simone; Sparacino, Giovanni; Facchinetti, Andrea; Bondia, Jorge